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#include "DlEqualization/CrossLayerScalingForPython.h"
#include "DlEqualization/CrossLayerScaling.h"
#include <iostream>

namespace AimetEqualization
{
AimetEqualization::CrossLayerScaling::RescalingParamsVectors CrossLayerScalingForPython::scaleDepthWiseSeparableLayer(
    AimetEqualization::EqualizationParamsForPython& prevLayerForPython,
    AimetEqualization::EqualizationParamsForPython& currLayerForPython,
    AimetEqualization::EqualizationParamsForPython& nextLayerForPython)
{
    EqualizationParams prevLayer, currLayer, nextLayer;
    prevLayer.weight      = &prevLayerForPython.weight[0];
    prevLayer.weightShape = prevLayerForPython.weightShape;
    prevLayer.bias        = &prevLayerForPython.bias[0];
    prevLayer.isBiasNone  = prevLayerForPython.isBiasNone;

    currLayer.weight      = &currLayerForPython.weight[0];
    currLayer.weightShape = currLayerForPython.weightShape;
    currLayer.bias        = &currLayerForPython.bias[0];
    currLayer.isBiasNone  = currLayerForPython.isBiasNone;

    nextLayer.weight      = &nextLayerForPython.weight[0];
    nextLayer.weightShape = nextLayerForPython.weightShape;

    CrossLayerScaling::RescalingParamsVectors scalingVectors =
        CrossLayerScaling::scaleDepthWiseSeparableLayer(prevLayer, currLayer, nextLayer);
    return scalingVectors;
}

std::vector<float>
CrossLayerScalingForPython::scaleLayerParams(AimetEqualization::EqualizationParamsForPython& prevLayerForPython,
                                             AimetEqualization::EqualizationParamsForPython& currLayerForPython)
{
    EqualizationParams prevLayer, currLayer;
    prevLayer.weight      = &prevLayerForPython.weight[0];
    prevLayer.weightShape = prevLayerForPython.weightShape;
    prevLayer.bias        = &prevLayerForPython.bias[0];
    prevLayer.isBiasNone  = prevLayerForPython.isBiasNone;

    currLayer.weight                 = &currLayerForPython.weight[0];
    currLayer.weightShape            = currLayerForPython.weightShape;
    std::vector<float> scalingVector = CrossLayerScaling::scaleLayerParams(prevLayer, currLayer);
    return scalingVector;
}
}   // namespace AimetEqualization
